{
 "cells": [
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-29T12:45:39.827422Z",
     "start_time": "2025-04-29T12:45:39.345916Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "# 设置中文字体\n",
    "matplotlib.rcParams['font.sans-serif'] = ['SimHei']  # Windows: 黑体\n",
    "matplotlib.rcParams['axes.unicode_minus'] = False  # 防止负号显示异常"
   ],
   "id": "f1a0f9e0d3959a1f",
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-29T12:45:40.518716Z",
     "start_time": "2025-04-29T12:45:39.828437Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 初始化模拟参数\n",
    "num_particles = 10  # 粒子数量\n",
    "steps = 400          # 时间步数\n",
    "dt = 0.01            # 时间步长\n",
    "width = 50           # 图像宽度\n",
    "height = 10          # 图像高度\n",
    "emit_region_height = 1  # 发射带高度（粒子在 y = 5 附近发射）\n",
    "potential_region_start = 5  # 势能场起始位置\n",
    "potential_region_end = 20    # 势能场结束位置\n",
    "potential_height = 1.5  # 势能场高度\n",
    "\n",
    "# 为每个粒子分配颜色\n",
    "colors = plt.cm.jet(np.linspace(0, 1, num_particles))\n",
    "\n",
    "# 存储所有粒子的轨迹，每个轨迹的 shape 为 (steps, 2)\n",
    "trajectories = []\n",
    "\n",
    "# 定义势能场函数（简单的矩形势垒）\n",
    "def potential_energy(x):\n",
    "    if potential_region_start <= x <= potential_region_end:\n",
    "        return potential_height\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "# 对每个粒子进行模拟\n",
    "for n in range(num_particles):\n",
    "    trajectory = np.zeros((steps, 2))\n",
    "    # 在 y = 5 附近随机选择初始位置\n",
    "    y0 = 5\n",
    "    r = np.array([0.0, y0])\n",
    "    # 随机生成初始速度的大小（仅沿 x 轴）\n",
    "    speed = np.random.uniform(5, 15)  # 初始速度大小在 [5, 15] 范围内\n",
    "    v = np.array([speed, 0.0])  # 水平发射，垂直速度为零\n",
    "    for i in range(steps):\n",
    "        trajectory[i] = r  # 记录当前位置\n",
    "        \n",
    "        # 计算当前位置的势能场对粒子的影响（加速度）\n",
    "        pe = potential_energy(r[0])\n",
    "        if pe > 0:\n",
    "            # 假设势能场对粒子产生垂直向上的加速度\n",
    "            a = np.array([0.0, pe])\n",
    "        else:\n",
    "            a = np.array([0.0, 0.0])\n",
    "        \n",
    "        # 使用速度 Verlet 方法更新位置\n",
    "        r = r + v * dt + 0.5 * a * dt**2\n",
    "        # 更新速度\n",
    "        v = v + a * dt\n",
    "    \n",
    "    trajectories.append(trajectory)\n",
    "\n",
    "# 绘制轨迹\n",
    "fig, ax = plt.subplots(figsize=(10, 6), dpi=300)\n",
    "ax.set_xlim(0, width)\n",
    "ax.set_ylim(0, height)\n",
    "ax.set_xlabel(r\"$x$\", fontsize=14)\n",
    "ax.set_ylabel(r\"$y$\", fontsize=14)\n",
    "ax.set_title(r\"粒子在势能场影响下的水平入射轨迹\", fontsize=16)\n",
    "\n",
    "# 绘制势能场区域\n",
    "for x in range(potential_region_start, potential_region_end + 1):\n",
    "    ax.plot([x, x], [0, potential_height], color='red', linewidth=2)\n",
    "\n",
    "# 绘制粒子轨迹\n",
    "for n, trajectory in enumerate(trajectories):\n",
    "    ax.plot(trajectory[:, 0], trajectory[:, 1], color=colors[n], linewidth=1.5)\n",
    "    \n",
    "    # 在轨迹上选择箭头位置，比如后 40% 的位置\n",
    "    arrow_index = int(len(trajectory) * 0.4)\n",
    "    if arrow_index < len(trajectory) - 1:\n",
    "        start_point = trajectory[arrow_index]\n",
    "        end_point = trajectory[arrow_index + 1]\n",
    "        vector = end_point - start_point\n",
    "        # 如果需要，还可以对 vector 进行放大\n",
    "        scale_factor = 10 # 根据需要调整放大倍数\n",
    "        vector = vector * scale_factor\n",
    "        ax.quiver(start_point[0], start_point[1], vector[0], vector[1],\n",
    "                  angles='xy', scale_units='xy', scale=1, color=colors[n])\n",
    "\n",
    "plt.savefig(\"./output/classic_trap_trajectories.png\", dpi=300)\n",
    "plt.show()\n"
   ],
   "id": "f4fb06626632c9fd",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 3000x1800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-29T12:45:42.187009Z",
     "start_time": "2025-04-29T12:45:40.518716Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from tqdm import tqdm\n",
    "\n",
    "# 初始化参数\n",
    "num_particles = int(1e3)  # 粒子数量\n",
    "steps = 500               # 每个粒子的最大时间步数\n",
    "dt = 0.01                 # 时间步长\n",
    "width = 50                # 模拟区域宽度\n",
    "height = 10               # 模拟区域高度\n",
    "emit_y_center = 5         # 发射区域中心 y 坐标\n",
    "emit_y_range = 0.1        # 发射区域 y 范围\n",
    "potential_start = 25      # 势能场起始位置\n",
    "potential_end = 30        # 势能场结束位置\n",
    "potential_height = 5      # 势能场高度\n",
    "\n",
    "# 定义势能场函数\n",
    "def potential_energy(x):\n",
    "    if potential_start <= x <= potential_end:\n",
    "        return potential_height\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "# 初始化散射角列表\n",
    "scattering_angles = []\n",
    "\n",
    "# 对每个粒子进行模拟\n",
    "for _ in tqdm(range(num_particles), desc=\"Simulating particles\"):\n",
    "    # 初始位置\n",
    "    y0 = np.random.uniform(emit_y_center - emit_y_range / 2, emit_y_center + emit_y_range / 2)\n",
    "    r = np.array([0.0, y0])\n",
    "    # 初始速度（水平向右）\n",
    "    speed = np.random.uniform(5, 15)\n",
    "    v = np.array([speed, 0.0])\n",
    "    # 初始化加速度\n",
    "    a = np.array([0.0, 0.0])\n",
    "    # 记录初始位置和速度\n",
    "    r_old = r - v * dt\n",
    "\n",
    "    # 模拟粒子运动\n",
    "    for _ in range(steps):\n",
    "        # 更新位置\n",
    "        r_new = 2 * r - r_old + a * dt**2\n",
    "        # 更新速度\n",
    "        v = (r_new - r_old) / (2 * dt)\n",
    "        # 更新加速度\n",
    "        pe = potential_energy(r[0])\n",
    "        if pe > 0:\n",
    "            a = np.array([0.0, -pe])\n",
    "        else:\n",
    "            a = np.array([0.0, 0.0])\n",
    "        # 更新旧位置和当前位置信息\n",
    "        r_old = r\n",
    "        r = r_new\n",
    "\n",
    "        # 判断粒子是否离开势能场区域\n",
    "        if r[0] > potential_end:\n",
    "            # 计算散射角\n",
    "            scattering_angle = np.arctan2(v[1], v[0])\n",
    "            scattering_angles.append(scattering_angle)\n",
    "            break\n",
    "\n",
    "# 将散射角转换为度\n",
    "scattering_angles = np.degrees(scattering_angles)\n",
    "\n",
    "# 绘制散射角的概率分布\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.hist(scattering_angles, bins=180, density=True, alpha=0.7, color='blue')\n",
    "plt.xlabel(\"散射角度 (度)\", fontsize=14)\n",
    "plt.ylabel(\"概率密度\", fontsize=14)\n",
    "plt.title(\"散射角的概率分布\", fontsize=16)\n",
    "plt.grid(True)\n",
    "plt.show()\n"
   ],
   "id": "5609e323b23ad91b",
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Simulating particles: 100%|██████████| 1000/1000 [00:01<00:00, 709.26it/s]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-29T12:45:42.738396Z",
     "start_time": "2025-04-29T12:45:42.188115Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from tqdm import tqdm\n",
    "import os\n",
    "\n",
    "\n",
    "num_particles = int(1e5)  # 调试时先用1e5，正式运行时可改为1e7\n",
    "steps = 500              # 每个粒子的最大时间步数\n",
    "dt = 0.01                # 时间步长\n",
    "\n",
    "emit_y_center = 5.0\n",
    "emit_y_range = 0.5       # 发射带高度\n",
    "\n",
    "# 势能场（势垒）参数：位于 x ∈ [25,30]，势能高度 V0\n",
    "potential_start = 25.0\n",
    "potential_end = 30.0\n",
    "V0 = 5.0               # 势垒高度\n",
    "\n",
    "\n",
    "scattering_angles = []  # 记录散射角（单位：弧度）\n",
    "# 读取缓存\n",
    "if os.path.exists(\"./output/classic_trap_scattering_angles.npy\"):\n",
    "    scattering_angles = np.load(\"./output/classic_trap_scattering_angles.npy\")\n",
    "    print(\"Loaded cached scattering angles data.\")\n",
    "else:\n",
    "    # 对每个粒子进行模拟\n",
    "    for _ in tqdm(range(num_particles), desc=\"Simulating particles\"):\n",
    "        y0 = np.random.uniform(emit_y_center - emit_y_range/2, emit_y_center + emit_y_range/2)\n",
    "        r = np.array([0.0, y0])\n",
    "        # 初始速度：水平向右，随机大小在 [5,15]\n",
    "        speed = np.random.uniform(5, 15)\n",
    "        v = np.array([speed, 0.0])\n",
    "        \n",
    "        # 模拟该粒子的运动，采用简化的 Verlet 积分：\n",
    "        for _ in range(steps):\n",
    "            # 判断是否在势能场区域\n",
    "            if potential_start <= r[0] <= potential_end:\n",
    "                # 在势垒区域，粒子受到向下恒定加速度 a_y = -V0\n",
    "                a = np.array([0.0, -V0])\n",
    "            else:\n",
    "                a = np.array([0.0, 0.0])\n",
    "            # 更新位置和速度（简化Verlet）\n",
    "            r = r + v * dt + 0.5 * a * dt**2\n",
    "            v = v + a * dt\n",
    "            # 当粒子离开势垒区域（x > potential_end），记录散射角并结束模拟\n",
    "            if r[0] > potential_end:\n",
    "                theta = np.arctan2(v[1], v[0])\n",
    "                scattering_angles.append(theta)\n",
    "                break\n",
    "        \n",
    "        # 缓存scattering_angles_deg\n",
    "        np.save(\"./output/classic_trap_scattering_angles.npy\", scattering_angles_deg)\n",
    "            \n",
    "\n",
    "\n",
    "scattering_angles = np.array(scattering_angles)\n",
    "# 转换散射角为度数\n",
    "scattering_angles_deg = np.degrees(scattering_angles)\n",
    "\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "bins = np.linspace(10, 45, 80)\n",
    "hist_vals, bin_edges, _ = plt.hist(-scattering_angles, bins=bins, density=True,\n",
    "                                   alpha=0.6, color='blue', label=\"模拟散射角分布\")\n",
    "\n",
    "\n",
    "C = 25.0\n",
    "def p_theta_unorm(theta):\n",
    "    return (0.5 * np.sqrt(C) * (1/np.cos(theta))**2 / (np.tan(theta)**1.5)) / 10\n",
    "\n",
    "# 限定理论计算的角度范围为10°到35°\n",
    "theta_min_deg = 10\n",
    "theta_max_deg = 35\n",
    "theta_grid = np.linspace(np.radians(theta_min_deg), np.radians(theta_max_deg), 1000)\n",
    "p_theta = p_theta_unorm(theta_grid)\n",
    "# 数值归一化（以弧度为单位）\n",
    "Z = np.trapz(p_theta, theta_grid)\n",
    "p_theta_norm = p_theta / Z\n",
    "# 转换为以度为单位的概率密度：乘以 (π/180)\n",
    "p_theta_deg = p_theta_norm * (np.pi/180)\n",
    "\n",
    "# 绘制理论曲线\n",
    "plt.plot(np.degrees(theta_grid), p_theta_deg, 'r-', lw=2, label=\"理论散射曲线\")\n",
    "plt.xlabel(\"散射角 (°)\", fontsize=14)\n",
    "plt.xlim(8,36)\n",
    "plt.ylabel(\"概率密度 (每°)\", fontsize=14)\n",
    "plt.title(\"散射角概率分布（模拟 vs 理论）\", fontsize=16)\n",
    "plt.legend()\n",
    "plt.savefig(\"./output/classic_trap_scattering_angles.png_vs_theory.png\", dpi=300)\n",
    "plt.show()"
   ],
   "id": "90e105f52b40bf",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded cached scattering angles data.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\glue\\AppData\\Local\\Temp\\ipykernel_16248\\2607569667.py:79: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.\n",
      "  Z = np.trapz(p_theta, theta_grid)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-29T12:45:42.988038Z",
     "start_time": "2025-04-29T12:45:42.740064Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 单独绘制scattering_angles_deg的直方图\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.hist(scattering_angles, bins=180, density=True, alpha=0.7, color='blue')\n",
    "plt.xlabel(\"散射角度 (度)\", fontsize=14)\n",
    "plt.ylabel(\"概率密度\", fontsize=14)\n",
    "plt.title(\"散射角的概率分布\", fontsize=16)\n",
    "plt.grid(True)\n",
    "plt.show()\n",
    "print(scattering_angles_deg.shape)"
   ],
   "id": "9139325e1ea7b538",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(89820,)\n"
     ]
    }
   ],
   "execution_count": 5
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
